Both the culture and the economy are experiencing turmoil. For some communities, the unsettled environment is a new phenomenon, for other communities, children have been stressed for generations. According to the article, Understanding Depression which was posted at the Kids Health site:

It is important to diagnose and intervene early when an individual exhibits signs of depression.

Science Daily reported in Gender differences in depression appear at age 12:

An analysis just published online has broken new ground by finding gender differences in both symptoms and diagnoses of depression appearing at age 12.
The analysis, based on existing studies that looked at more than 3.5 million people in more than 90 countries, confirmed that depression affects far more females than males.
The study, published by the journal Psychological Bulletin, should convince doubters that depression largely, but not entirely, affects females, says co-author Janet Hyde, a professor of psychology and gender and women’s studies at the University of Wisconsin-Madison.
“We found that twice as many women as men were affected. Although this has been known for a couple of decades, it was based on evidence far less compelling than what we used in this meta-analysis. We want to stress that although twice as many women are affected, we don’t want to stereotype this as a women’s disorder. One-third of those affected are men.”
The gender gap was evident in the earliest data studied by co-authors Hyde; Rachel Salk, now a postdoctoral fellow in psychiatry at the University of Pittsburgh School of Medicine; and Lyn Abramson, a professor of psychology at UW-Madison. “The gap was already present at age 12, which is earlier than previous studies have found,” says Hyde. We used to think that the gender difference emerged at 13 to 15 years but the better data we examined has pushed that down to age 12.”
The gender difference tapers off somewhat after adolescence, “which has never been identified, but the depression rate is still close to twice as high for women,” Hyde says.
Puberty, which occurs around age 12 in girls, could explain the onset, Hyde says. “Hormonal changes may have something to do with it, but it’s also true that the social environment changes for girls at that age. As they develop in puberty, they face more sexual harassment, but we can’t tell which of these might be responsible.”
Although the data did not cover people younger than 12, “there are processes going on at 11 or 12 that are worth thinking about, and that matters in terms of intervening,” Hyde says. “We need to start before age 12 if we want to prevent girls from sliding into depression. Depression is often quite treatable. People don’t have to suffer and face increased risk for the many related health problems.”
The results described averages across the nations covered in the study, Hyde says, but similar results emerged from the studies focusing on the United States….. https://www.sciencedaily.com/releases/2017/04/170427130629.htm

Citation:

Gender differences in depression appear at age 12
Date: April 27, 2017
Source: University of Wisconsin-Madison
Summary:
A new analysis has broken new ground by finding gender differences in both symptoms and diagnoses of depression appearing at age 12.
Journal Reference:
1. Rachel H. Salk, Janet S. Hyde, Lyn Y. Abramson. Gender Differences in Depression in Representative National Samples: Meta-Analyses of Diagnoses and Symptoms.. Psychological Bulletin, 2017; DOI: 10.1037/bul0000102

An analysis just published online has broken new ground by finding gender differences in both symptoms and diagnoses of depression appearing at age 12.
The analysis, based on existing studies that looked at more than 3.5 million people in more than 90 countries, confirmed that depression affects far more females than males.

The study, published by the journal Psychological Bulletin, should convince doubters that depression largely, but not entirely, affects females, says co-author Janet Hyde, a professor of psychology and gender and women’s studies at the University of Wisconsin–Madison.

“We found that twice as many women as men were affected. Although this has been known for a couple of decades, it was basd on evidence far less compelling than what we used in this meta-analysis. We want to stress that although twice as many women are affected, we don’t want to stereotype this as a women’s disorder. One-third of those affected are men.”

The gender gap was evident in the earliest data studied by co-authors Hyde; Rachel Salk, now a postdoctoral fellow in psychiatry at the University of Pittsburgh School of Medicine; and Lyn Abramson, a professor of psychology at UW–Madison. “The gap was already present at age 12, which is earlier than previous studies have found,” says Hyde. We used to think that the gender difference emerged at 13 to 15 years but the better data we examined has pushed that down to age 12.”

The gender difference tapers off somewhat after adolescence, “which has never been identified, but the depression rate is still close to twice as high for women,” Hyde says.

Puberty, which occurs around age 12 in girls, could explain the onset, Hyde says. “Hormonal changes may have something to do with it, but it’s also true that the social environment changes for girls at that age. As they develop in puberty, they face more sexual harassment, but we can’t tell which of these might be responsible.”
Although the data did not cover people younger than 12, “there are processes going on at 11 or 12 that are worth thinking about, and that matters in terms of intervening,” Hyde says. “We need to start before age 12 if we want to prevent girls from sliding into depression. Depression is often quite treatable. People don’t have to suffer and face increased risk for the many related health problems.”
The results described averages across the nations covered in the study, Hyde says, but similar results emerged from the studies focusing on the United States.
The UW–Madison researchers looked at both diagnoses of major depression, and at symptom measure of depression, Hyde says. “Symptoms are based on self-reported measures — for example, ‘I feel blue most of the time’ — that do not necessarily meet the standard for a diagnosis of major depression. To meet the criteria for major depression, the condition must be evaluated much more rigorously.”
The researchers looked at the relationship between depression and gender equity in income. Surprisingly, nations with greater gender equity had larger gender differences — meaning women were disproportionately diagnosed with major depression. “This was something of the opposite of what was expected,” says Hyde. “It may occur because, in more gender-equitable nations, women have more contact with men, and therefore compare themselves to men, who don’t express feelings of depression because it doesn’t fit with the masculine role.”

Curiously, no relationship in either direction appeared for depression symptoms.
Despite the prevalence of and growing concern about depression, “this was the first meta-analysis on gender differences in depression,” Hyde says. “For a long while, I wondered why nobody had done this, but once I got into it, I realized it’s because there is too much data, and nobody had the courage to plow through it all. We did, and it took two years.”
– See more at: http://news.wisc.edu/analysis-gender-differences-in-depression-appear-at-age-12/#sthash.LW4qASXy.dpuf

The Carnegie Endowment for International Peace described by corruption in government is important:

Corruption is decried across cultures and throughout history. It has existed as long as government has; but, like other crimes, it has grown increasingly sophisticated over the last several decades, with devastating effects on the wellbeing and dignity of countless innocent citizens.
For starters, corruption cripples prospects for development. When, say, public-procurement fraud is rampant, or royalties for natural resources are stolen at the source, or the private sector is monopolized by a narrow network of cronies, populations are unable to realize their potential.
But corruption also has another, less-recognized impact. As citizens watch their leaders enrich themselves at the expense of the population, they become increasingly frustrated and angry – sentiments that can lead to civil unrest and violent conflict.
Many current international security crises are rooted in this dynamic. Indignation at the highhanded behavior of a corrupt police officer helped to drive a Tunisian fruit seller to set himself on fire in 2010, touching off revolutions across the Arab world. Protesters demanded that specific ministers be arrested and put on trial, and they called for the return of pilfered assets – demands that were rarely met…. http://carnegieendowment.org/2016/05/06/why-corruption-matters-pub-63527
See, Transparency International: http://www.transparency.org/news/feature/corruption_perceptions_index_2016

A Virginia Tech College of Science economics researcher says the popular social media website Facebook — and its open sharing of information — is a vital and often a significant tool against government corruption in countries where press freedom is curbed or banned.
In new research recently published in the journal Information Economics and Policy, Sudipta Sarangi of the Virginia Tech Department of Economics said his cross-country analysis using data from more than 150 countries shows the more Facebook penetrates public usage, the higher the likelihood of government corruption meeting protest. In short, Sarangi said social media serves as peer of the press.
“This study underscores the importance of freedom on the internet that is under threat in many countries of the world,” Sarangi said, adding that social media is negatively correlated with corruption regardless of the status of the freedom of the press. In other words, Facebook likewise helps reduce and/or lessen corruption in governments where press freedom is low…. https://www.sciencedaily.com/releases/2017/04/170422101714.htm

Open Data Charter wrote in Tackling Corruption Together: How Open Data Can Help Fight Corruption:

When information on government activities is limited, there are opportunities for the corrupt to take advantage of public resources for private gain. To build transparency, accountability and integrity in government, an international shift towards openness is vital. The core principles of the Open Data Charter provide governments with guidance to become ‘Open By Default’ and to ensure shared data is in line with best practices. Building on the principles of open data, new technologies, such as blockchain, present additional opportunities to enhance transparency.
The use of data, especially open data, in law enforcement is a recent development but has the potential to be of great impact. Many questions still need to be answered around the mechanisms in which data can be utilized by law enforcement for anti-corruption efforts, including how to effectively communicate what is done with the data. Open data can only be unlocked when citizens are confident that openness will not compromise their right to privacy and law enforcement must protect personal data while ensuring that privacy and security do not become arguments for opacity. As seen in the Panama Papers release, mechanisms such as bank secrecy laws have been being used as loopholes by companies and individuals to engage in tax evasion…. http://opendatacharter.net/tackling-corruption-together-open-data-can-help-fight-corruption/

Citation:

Facebook plays vital role in reducing government corruption, researchers find

Date: April 22, 2017
Source: Virginia Tech
Summary:
An economics researcher says the popular social media website – and its open sharing of information – is a vital and often a significant tool against government corruption in countries where press freedom is curbed or banned.
Journal Reference:
1. Chandan Kumar Jha, Sudipta Sarangi. Does social media reduce corruption? Information Economics and Policy, 2017; DOI: 10.1016/j.infoecopol.2017.04.001

Here is the press release from Virginia Tech:

Virginia Tech researchers: Facebook plays vital role in reducing government corruption
April 23, 2017
A Virginia Tech College of Science economics researcher says the popular social media website Facebook – and its open sharing of information – is a vital and often a significant tool against government corruption in countries where press freedom is curbed or banned.
In new research recently published in the journal Information Economics and Policy, Sudipta Sarangi of the Virginia Tech Department of Economics said his cross-country analysis using data from more than 150 countries shows the more Facebook penetrates public usage, the higher the likelihood of government corruption meeting protest. In short, Sarangi said social media serves as peer of the press.
“This study underscores the importance of freedom on the internet that is under threat in many countries of the world,” Sarangi said, adding that social media is negatively correlated with corruption regardless of the status of the freedom of the press. In other words, Facebook likewise helps reduce and/or lessen corruption in governments where press freedom is low.
“By showing that social media can negatively impact corruption, we provide yet another reason in favor of the freedom on the net,” he said.
The study took into account a number of control variables including other economic, democratic, and cultural factors, said Sarangi. It also comes on the heels of a volatile American election in which Facebook and other social media platforms were seen as culprits in the spread of “fake news,” especially tied to politics.
Sarangi began the study in 2012 while at Louisiana State University, with co-author Chandan Kumar Jha, now an assistant professor at Le Moyne College in Syracuse, New York. At the time, Sarangi said social media was being used to organize anti-corruption protests in his and Jha’s home country of India. It also followed the 2011 rise of Arab Spring across the Middle East where large protests toppled governments.
“Our initial results were encouraging in that we found a significant, negative correlation between Facebook penetration and corruption across a small sample of countries,” Sarangi said.
Several qualitative studies have touched on the use of social media to oust corruption before, and many other studies have focused on internet or e-government and its impact on corruption. Sarangi said, however, that few quantitative studies have looked specifically looked at social media and its impact on corruption because country specific data is hard to acquire.
Sarangi and Jha’s study is the first of its kind to establish a link between social media and corruption across more than 150 countries, showing the complimentary role of social media along with the press in open countries, and its greater impact in countries that are oppressive. The study features a falsification test which checked whether the results would be true for a pre-Facebook era in the same countries.
Findings showed that this was not the case. Also considered were government-sanctioned social media platforms.
“Establishing causality is a difficult thing in the corruption literature, simply because corrupt governments might also control social media,” Sarangi said.
He added that much of the anti-corruption content posted on Facebook is user-created and shared individually, its audience growing with each share or repost.
In other words, Sarangi and Jha report that social media as an information and communication technology tool allows multi-way communication as opposed to traditional media such as TV and print media that allow for only one-way communication. The back and forth of communication is harder to control by government censors.
“Indeed, the role of social media and the internet in providing unbiased and independent news in several countries such as China, Russia, and Malaysia has widely been recognized by scholars,” added Sarangi.
“Social media provides cheap and quick means of sharing information and reaching a larger audience to organize public protests against the corrupt activities of government officials and politicians. It is therefore not a surprise that despotic governments favor controlling social media.”
Additionally, interaction in social media platforms typically is shared among friends and family, thus adding a personal connection and therefore more perceived credibility to shared information. Sarangi said individuals may feel compelled to act on such information to show solidarity with family or friends.
As of February 2017, Facebook was estimated to have 2 billion users worldwide, according to CNN. Among the countries studied by Sarangi and Jha: Denmark, the least corrupt; and Somalia, the most.
“As social media evolves to be an increasingly important part of our daily lives, it is important for continued research to help us understand how these tools are impacting our lives,” said Brandi Watkins, an associate professor in the Department of Communication, part of the Virginia Tech College of Liberal Arts and Human Sciences. Watkins was not involved in this study but researches the use of social media.
“Related to this study, it is important to look at how platforms like Facebook can be used to improve societal issues, especially in the area of corruption,” Watkins said. “This study highlights the need for information, whether from traditional media or social media, in reducing corruption.”
Contacts:
• Jordan Fifer
540-231-6997
• Steven Mackay
540-231-4787

Corruption costs the population ruled by a corrupt government economic growth, Rule of Law, safety and security and denied individual aspirations.

There is no compromise when it comes to corruption. You have to fight it.
A. K. Antony

Educators have long recognized the importance of vocabulary in reading and learning. Francie Alexander wrote in the Scholastic article, Understanding Vocabulary:

Why is vocabulary s-o-o important?
Vocabulary is critical to reading success for three reasons:
1. Comprehension improves when you know what the words mean. Since comprehension is the ultimate goal of reading, you cannot overestimate the importance of vocabulary development.
2. Words are the currency of communication. A robust vocabulary improves all areas of communication — listening, speaking, reading and writing.
3. How many times have you asked your students or your own children to “use your words”? When children and adolescents improve their vocabulary, their academic and social confidence and competence improve, too.http://www.scholastic.com/teachers/article/understanding-vocabulary

Science Daily reported in Low-income children missing out on language learning both at home and at school: A double dose of disadvantage:

Children from poor neighborhoods are less likely to have complex language building opportunities both in home and at school, putting them at a disadvantage in their kindergarten year, finds a new study led by NYU Steinhardt School of Culture, Education, and Human Development.
The findings, published in the Journal of Educational Psychology, suggest that language learning should involve both families and teachers in order to overcome these early disadvantages and ensure learning opportunities for vulnerable students.
“Children may go from a home with limited physical and psychological resources for learning and language to a school with similar constraints, resulting in a double dose of disadvantage,” said Susan B. Neuman, professor of childhood and literacy education at NYU Steinhardt and the study’s lead author. “Our study suggests that neighborhoods matter and can have a powerful influence on nurturing success or failure.”
Research shows that children’s academic achievement is predicted not only by their family’s socioeconomic status, but also by the socioeconomic status of their school. These two factors together have an impact on children’s access to learning resources, including adults who create language-rich opportunities when they speak with children.
“Children’s early exposure to a rich set of language practices can set in motion the processes that they use for learning to read, including the vocabulary and background knowledge necessary for language and reading comprehension,” Neuman said. “Consequently, children who have limited experience with these kinds of linguistic interactions may have fewer opportunities to engage in the higher-order exchanges valued in school….” https://www.sciencedaily.com/releases/2017/04/170414105818.htm

Citation:

Low-income children missing out on language learning both at home and at school
A double dose of disadvantage
Date: April 14, 2017
Source: New York University
Summary:
Children from poor neighborhoods are less likely to have complex language building opportunities both in home and at school, putting them at a disadvantage in their kindergarten year, finds a new study.
Journal Reference:
1. Susan B. Neuman, Tanya Kaefer, Ashley M. Pinkham. A Double Dose of Disadvantage: Language Experiences for Low-Income Children in Home and School.. Journal of Educational Psychology, 2017; DOI: 10.1037/edu0000201

Here is the press release from NYU:

News Release
A Double Dose of Disadvantage: Low-income Children Missing Out on Language Learning Both at Home and at School

Apr 14, 2017

Education and Social Sciences Research Steinhardt School of Culture, Education, and Human Development
New York City
Children from poor neighborhoods are less likely to have complex language building opportunities both in home and at school, putting them at a disadvantage in their kindergarten year, finds a new study led by NYU Steinhardt School of Culture, Education, and Human Development.
The findings, published in the Journal of Educational Psychology, suggest that language learning should involve both families and teachers in order to overcome these early disadvantages and ensure learning opportunities for vulnerable students.
“Children may go from a home with limited physical and psychological resources for learning and language to a school with similar constraints, resulting in a double dose of disadvantage,” said Susan B. Neuman, professor of childhood and literacy education at NYU Steinhardt and the study’s lead author. “Our study suggests that neighborhoods matter and can have a powerful influence on nurturing success or failure.”
Research shows that children’s academic achievement is predicted not only by their family’s socioeconomic status, but also by the socioeconomic status of their school. These two factors together have an impact on children’s access to learning resources, including adults who create language-rich opportunities when they speak with children.
“Children’s early exposure to a rich set of language practices can set in motion the processes that they use for learning to read, including the vocabulary and background knowledge necessary for language and reading comprehension,” Neuman said. “Consequently, children who have limited experience with these kinds of linguistic interactions may have fewer opportunities to engage in the higher-order exchanges valued in school.”
In this study, Neuman and her colleagues examined language-advancing resources in both the homes and schools of 70 children who recently made the transition from preschool to kindergarten. Half of the families lived in poor neighborhoods in Detroit, while the other half lived in more demographically diverse Michigan communities that were largely working class.
The researchers followed the children through their kindergarten year, conducting targeted observations in both home and school settings. During four hour-long home visits, the researchers observed the engagement between parents and their children to understand the degree of cognitive stimulation in the home and the quality of the interactions. They also conducted four half-day observations in kindergarten classrooms during which the teachers’ speaking was recorded. The researchers analyzed the language spoken by parents and teachers for both quantity (number of words spoken) and quality (using varied vocabulary and complex sentences).
These observations were combined with assessments of the children’s school readiness skills, including vocabulary knowledge and letter and word identification.
The researchers found that children in low-income neighborhoods had fewer supports for language and early literacy developments than did those in working class communities. In both settings, there were significant differences in the quality of language directed at children, but there was no difference in the quantity of language overall.
At home, parents in low-income neighborhoods used shorter sentences, fewer different words, and had lower reading comprehension than did parents from working class neighborhoods. In the classroom, children from the low-income communities attended kindergartens characterized by more limited language opportunities. Teachers used simpler sentences, less varied vocabulary, and fewer unique word types, potentially oversimplifying their language for students.
Children in all neighborhoods experienced learning across their kindergarten year, but children in the working class communities outpaced their counterparts from low-income communities, particularly in expressive vocabulary.
“We found that the quality of one’s educational opportunities is highly dependent on the streets where you live. Tragically, the children who need the greater opportunity to learn appear to be the least likely to get it,” Neuman said.
The results suggest that no matter the strength of the early boost children receive in preschool, differences in later environmental influences can either support or undermine this early advantage.
“Too often we have focused on what happens within early childhood programs instead of the environmental supports that surround them. We need to account for the multiple contexts of home and school in our understanding of children’s early development,” Neuman said.
Tanya Kaefer of Lakehead University and Ashley M. Pinkham of West Texas A&M University coauthored
the study. The research was funded by the Institute for Education Sciences, US Department of Education (R305A110038).
About the Steinhardt School of Culture, Education, and Human Development (@nyusteinhardt)
Located in the heart of Greenwich Village, NYU’s Steinhardt School of Culture, Education, and Human Development prepares students for careers in the arts, education, health, media, and psychology. Since its founding in 1890, the Steinhardt School’s mission has been to expand human capacity through public service, global collaboration, research, scholarship, and practice. To learn more about NYU Steinhardt, visit steinhardt.nyu.edu.
Press Contact
Rachel Harrison
Rachel Harrison
(212) 998-6797